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Frank Harrell
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I don't know about bean plots but for small sample sizes violin plots may be unstable and I would prefer to just show the raw data with a rug plot or spike histogram. Sometimes I superimpose a violin plot with an extended box plot and the raw data. An extended box plot shows many more quantiles than a regular box plot. In R you can see a demonstration of many variations by running

require(Hmisc)
example(panel.bpplot)

See also some of the examples in https://hbiostat.org/bbr/descript.html#sec-descript-graphics

See http://biostat.app.vumc.org/HmiscNewhttps://hbiostat.org/R/Hmisc for other examples of back-to-back violin plots for displaying distributions for two treatment groups over time. No need to always show the mirror images.

I don't know about bean plots but for small sample sizes violin plots may be unstable and I would prefer to just show the raw data with a rug plot or spike histogram. Sometimes I superimpose a violin plot with an extended box plot and the raw data. An extended box plot shows many more quantiles than a regular box plot. In R you can see a demonstration of many variations by running

require(Hmisc)
example(panel.bpplot)

See also some of the examples in https://hbiostat.org/bbr/descript.html#sec-descript-graphics

See http://biostat.app.vumc.org/HmiscNew for other examples of back-to-back violin plots for displaying distributions for two treatment groups over time. No need to always show the mirror images.

I don't know about bean plots but for small sample sizes violin plots may be unstable and I would prefer to just show the raw data with a rug plot or spike histogram. Sometimes I superimpose a violin plot with an extended box plot and the raw data. An extended box plot shows many more quantiles than a regular box plot. In R you can see a demonstration of many variations by running

require(Hmisc)
example(panel.bpplot)

See also some of the examples in https://hbiostat.org/bbr/descript.html#sec-descript-graphics

See https://hbiostat.org/R/Hmisc for other examples of back-to-back violin plots for displaying distributions for two treatment groups over time. No need to always show the mirror images.

fixed broken links
Source Link
Frank Harrell
  • 98.5k
  • 6
  • 191
  • 448

I don't know about bean plots but for small sample sizes violin plots may be unstable and I would prefer to just show the raw data with a rug plot or spike histogram. Sometimes I superimpose a violin plot with an extended box plot and the raw data. An extended box plot shows many more quantiles than a regular box plot. In R you can see a demonstration of many variations by running

require(Hmisc)
example(panel.bpplot)

See also some of the examples in http://biostat.mc.vanderbilt.edu/tmp/test.pdfhttps://hbiostat.org/bbr/descript.html#sec-descript-graphics

See http://biostat.mc.vanderbilt.edu/HmiscNewhttp://biostat.app.vumc.org/HmiscNew for other examples of back-to-back violin plots for displaying distributions for two treatment groups over time. No need to always show the mirror images.

I don't know about bean plots but for small sample sizes violin plots may be unstable and I would prefer to just show the raw data with a rug plot or spike histogram. Sometimes I superimpose a violin plot with an extended box plot and the raw data. An extended box plot shows many more quantiles than a regular box plot. In R you can see a demonstration of many variations by running

require(Hmisc)
example(panel.bpplot)

See also some of the examples in http://biostat.mc.vanderbilt.edu/tmp/test.pdf

See http://biostat.mc.vanderbilt.edu/HmiscNew for other examples of back-to-back violin plots for displaying distributions for two treatment groups over time. No need to always show the mirror images.

I don't know about bean plots but for small sample sizes violin plots may be unstable and I would prefer to just show the raw data with a rug plot or spike histogram. Sometimes I superimpose a violin plot with an extended box plot and the raw data. An extended box plot shows many more quantiles than a regular box plot. In R you can see a demonstration of many variations by running

require(Hmisc)
example(panel.bpplot)

See also some of the examples in https://hbiostat.org/bbr/descript.html#sec-descript-graphics

See http://biostat.app.vumc.org/HmiscNew for other examples of back-to-back violin plots for displaying distributions for two treatment groups over time. No need to always show the mirror images.

Source Link
Frank Harrell
  • 98.5k
  • 6
  • 191
  • 448

I don't know about bean plots but for small sample sizes violin plots may be unstable and I would prefer to just show the raw data with a rug plot or spike histogram. Sometimes I superimpose a violin plot with an extended box plot and the raw data. An extended box plot shows many more quantiles than a regular box plot. In R you can see a demonstration of many variations by running

require(Hmisc)
example(panel.bpplot)

See also some of the examples in http://biostat.mc.vanderbilt.edu/tmp/test.pdf

See http://biostat.mc.vanderbilt.edu/HmiscNew for other examples of back-to-back violin plots for displaying distributions for two treatment groups over time. No need to always show the mirror images.